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Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
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Papers (including subtopics)

ε-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise NeurIPS 2024 f-Divergence Based Classification: Beyond the Use of Cross-Entropy ICML 2024 H-Consistency Guarantees for Regression ICML 2024 D^2 Pruning: Message Passing for Balancing Diversity & Difficulty in Data Pruning ICLR 2024 $\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials NeurIPS 2024 S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting ICML 2024 NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes NeurIPS 2024 Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design NeurIPS 2024 NAISR: A 3D Neural Additive Model for Interpretable Shape Representation ICLR 2024 $ρ$-GNF: A Copula-based Sensitivity Analysis to Unobserved Confounding Using Normalizing Flows PGM 2024 1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis Interspeech 2024 2D-OOB: Attributing Data Contribution Through Joint Valuation Framework NeurIPS 2024 2S-UDF: A Novel Two-stage UDF Learning Method for Robust Non-watertight Model Reconstruction from Multi-view Images CVPR 2024 3D-FuM: Benchmarking 3D Molecule Learning with Functional Groups IJCAI 2024 3D Human Pose Estimation With Two-Step Mixed-Training Strategy WACV 2024 3D Paintbrush: Local Stylization of 3D Shapes with Cascaded Score Distillation CVPR 2024 3D Reconstruction of Objects in Hands without Real World 3D Supervision ECCV 2024 3D Reconstruction with Generalizable Neural Fields using Scene Priors ICLR 2024 4+3 Phases of Compute-Optimal Neural Scaling Laws NeurIPS 2024 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs NeurIPS 2024 4D-DRESS: A 4D Dataset of Real-World Human Clothing With Semantic Annotations CVPR 2024 712forTask7 at #SMM4H 2024 Task 7: Classifying Spanish Tweets Annotated by Humans versus Machines with BETO Models ACL 2024 A 4-Approximation Algorithm for Min Max Correlation Clustering AISTATS 2024 AACP: Aesthetics Assessment of Children’s Paintings Based on Self-Supervised Learning AAAI 2024 AAST-NLP@#SMM4H’24: Finetuning Language Models for Exact Age Classification and Effect of Outdoor Spaces on Social Anxiety ACL 2024